Anecdotally nothing has killed me yet, so clearly it can’t be a full 100%.
The heat death of the universe hasn't occurred yet, either.
I think when the parent wrote "us" they were referring to humanity. My doormat has a non-zero chance of killing me, but zero chance of killing humanity, for example.